Pilot readiness for WhatsApp with AI
Not yet: the basics for serving real customers are missing.
Higher-risk controls weigh more in the score.
WhatsApp with AI · Ecuador
Start with the most repeated questions and order-status lookups, using approved information. Complaints, exceptions and any case without clear data go to a person on your team.
Start now if
Not yet, if
Real process · example timings
A customer question on WhatsApp
Today
With AI
Tick what you already have; heavier items stall a pilot more. Nothing is sent.
Pilot readiness for WhatsApp with AI
Not yet: the basics for serving real customers are missing.
Higher-risk controls weigh more in the score.
Hours freed by AI minus what it costs to run. Examples are marked; public prices link to their source.
Tokens: the unit AI providers bill for the text the model reads (input) and writes (output). OpenAI puts 100 tokens at about 75 English words.
Range: the lower figure uses low costs, the higher one high costs. Public prices checked on 11 Oct 2026.
estimatedA typical plan; real timing depends on your systems.
Pilot · weeks 1 to 4
Before you start
No. An agent can retrieve information and use authorized tools within agreed limits. A convincing answer does not replace checking the system of record.
These are possible use cases if the order or scheduling system offers authorized access. We validate integration, permissions and required confirmation before enabling actions.
We define rules for recognizing insufficient information and handing over to a person with only the necessary context.
We compare against a baseline: answer quality, handoffs, errors and process completion. Targets use business data, not generic percentages.